conftrace_

continuous normalizing flow

24 papers

Explore in graph

Also known as

CNF

Co-occurring keywords

generative model (2892) neural ordinary differential equation (139) normalizing flow (354) density estimation (398) generative modeling (148) flow matching (149) optimal transport (948) variational inference (2069) neural network (6616) ordinary differential equation (139)

Papers

Reversing Flow for Image Restoration CVPR 2025
Hypernetwork Approach to Bayesian MAML (Student Abstract) AAAI 2025
Functional Flow Matching AISTATS 2024
Gaussian Interpolation Flows JMLR 2024
Markovian Flow Matching: Accelerating MCMC with Continuous Normalizing Flows NIPS 2024
A Probabilistic Graph Diffusion Model for Source Localization (Student Abstract) AAAI 2023
Flow Matching for Scalable Simulation-Based Inference NIPS 2023
Improved Techniques for Maximum Likelihood Estimation for Diffusion ODEs ICML 2023
Matching Normalizing Flows and Probability Paths on Manifolds ICML 2022
Path-Gradient Estimators for Continuous Normalizing Flows ICML 2022
Modular Flows: Differential Molecular Generation NIPS 2022
TO-FLOW: Efficient Continuous Normalizing Flows With Temporal Optimization Adjoint With Moving Speed CVPR 2022
Learning Flexibly Distributional Representation for Low-quality 3D Face Recognition AAAI 2021
Maximum Likelihood Training of Score-Based Diffusion Models NIPS 2021
Moser Flow: Divergence-based Generative Modeling on Manifolds NIPS 2021
Sparse Flows: Pruning Continuous-depth Models NIPS 2021
OT-Flow: Fast and Accurate Continuous Normalizing Flows via Optimal Transport AAAI 2021
Stochastic continuous normalizing flows: training SDEs as ODEs UAI 2021
Accelerating Continuous Normalizing Flow with Trajectory Polynomial Regularization AAAI 2021
Neural Manifold Ordinary Differential Equations NIPS 2020
TrajectoryNet: A Dynamic Optimal Transport Network for Modeling Cellular Dynamics ICML 2020
CaSPR: Learning Canonical Spatiotemporal Point Cloud Representations NIPS 2020
Structured Conditional Continuous Normalizing Flows for Efficient Amortized Inference in Graphical Models AISTATS 2020
Neural Networks with Cheap Differential Operators NIPS 2019